Latent class analysis risk profiles : An effective method to predict a first re-report of maltreatment?
Copyright © 2020 Elsevier Ltd. All rights reserved..
Recurrence of child maltreatment is a significant concern causing substantial individual, family and societal cost. Variable-based approaches to identifying targets for intervention may not reflect the reality that families may experience multiple co-occurring risks. An alternative approach was tested using baseline data from the National Survey of Child and Adolescent Well-being (NSCAW) I and II to develop Latent Class Analysis models of family risk classes using variables derived from prior studies of re-reporting. The samples were collected approximately 10 years apart offering a chance to test how the approach might be impacted by demographic or policy shifts. The association between baseline classes and later re-reports was tested using both samples. A two-class model of high versus low presence of baseline risk resulted that was strongly associated with later likelihood of re-report and results were relatively stable across the two studies. Person-centered approaches may hold promise in the early identification of families that require a more comprehensive array of supports to prevent re-reports of maltreatment.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2020 |
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| Erschienen: |
2020 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:80 |
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| Enthalten in: |
Evaluation and program planning - 80(2020) vom: 06. Feb., Seite 101792 |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Kim, Hyunil [VerfasserIn] |
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| Links: |
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| Themen: |
Child maltreatment |
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| Anmerkungen: |
Date Revised 27.02.2024 published: Print-Electronic Citation Status PubMed-not-MEDLINE |
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| doi: |
10.1016/j.evalprogplan.2020.101792 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| 520 | |a Copyright © 2020 Elsevier Ltd. All rights reserved. | ||
| 520 | |a Recurrence of child maltreatment is a significant concern causing substantial individual, family and societal cost. Variable-based approaches to identifying targets for intervention may not reflect the reality that families may experience multiple co-occurring risks. An alternative approach was tested using baseline data from the National Survey of Child and Adolescent Well-being (NSCAW) I and II to develop Latent Class Analysis models of family risk classes using variables derived from prior studies of re-reporting. The samples were collected approximately 10 years apart offering a chance to test how the approach might be impacted by demographic or policy shifts. The association between baseline classes and later re-reports was tested using both samples. A two-class model of high versus low presence of baseline risk resulted that was strongly associated with later likelihood of re-report and results were relatively stable across the two studies. Person-centered approaches may hold promise in the early identification of families that require a more comprehensive array of supports to prevent re-reports of maltreatment | ||
| 650 | 4 | |a Journal Article | |
| 650 | 4 | |a Child maltreatment | |
| 650 | 4 | |a Child maltreatment report | |
| 650 | 4 | |a Latent class analysis | |
| 650 | 4 | |a Risk profile | |
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| 700 | 1 | |a Drake, Brett |e verfasserin |4 aut | |
| 700 | 1 | |a Brown, Derek |e verfasserin |4 aut | |
| 700 | 1 | |a McBride, Tim |e verfasserin |4 aut | |
| 700 | 1 | |a Guo, Shenyang |e verfasserin |4 aut | |
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